PPaperPicks

Jie Qiao

8 papers at tracked venues · 8 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Ruichu Cai
×8
Zhifeng Hao
×7
Zhengming Chen
×4
Zijian Li
×3
Feng Xie
×2
Kun Zhang
×2
Yu Xiang
×2
Yuguang Yan
×2
Zefeng Liang
×2
Yewei Xia
×1
Weilin Chen
×1
Zeqin Yang
×1

Papers

  1. Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
    ICML 2025 ·
    Zhengming Chen
    ,
    Yewei Xia
    ,
    Feng Xie
    , Jie Qiao,
    Zhifeng Hao
    ,
    Ruichu Cai
    ,
    Kun Zhang
  2. Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis
    AAAI 2024 · Jie Qiao,
    Yu Xiang
    ,
    Zhengming Chen
    ,
    Ruichu Cai
    ,
    Zhifeng Hao
  3. Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
    ICML 2024 ·
    Weilin Chen
    ,
    Ruichu Cai
    ,
    Zeqin Yang
    , Jie Qiao,
    Yuguang Yan
    ,
    Zijian Li
    ,
    Zhifeng Hao
  4. Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model
    AAAI 2024 · Jie Qiao,
    Zhengming Chen
    ,
    Jianhua Yu
    ,
    Ruichu Cai
    ,
    Zhifeng Hao
  5. Learning Discrete Latent Variable Structures with Tensor Rank Conditions
    NeurIPS 2024 ·
    Zhengming Chen
    ,
    Ruichu Cai
    ,
    Feng Xie
    , Jie Qiao,
    Anpeng Wu
    ,
    Zijian Li
    ,
    Zhifeng Hao
    ,
    Kun Zhang
  6. On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
    NeurIPS 2024 ·
    Yu Xiang
    , Jie Qiao,
    Zefeng Liang
    ,
    Zihuai Zeng
    ,
    Ruichu Cai
    ,
    Zhifeng Hao
  7. TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences
    AAAI 2024 ·
    Yuequn Liu
    ,
    Ruichu Cai
    ,
    Wei Chen
    , Jie Qiao,
    Yuguang Yan
    ,
    Zijian Li
    ,
    Keli Zhang
    ,
    Zhifeng Hao
  8. Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples
    AAAI 2024 ·
    Ruichu Cai
    ,
    Yuxuan Zhu
    , Jie Qiao,
    Zefeng Liang
    ,
    Furui Liu
    ,
    Zhifeng Hao